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Valve control system on a venturi to control FiO2 a portable ventilator with fuzzy logic method based on microcontroller

IAES International Journal of Artificial Intelligence · Vol. 12 No. 4 (2023) · hlm. 1593–1602

DOI
10.11591/ijai.v12.i4.pp1593-1602
ISSN
2252-8938, 2089-4872
Terbit
2023-12-01
Penerbit
Institute of Advanced Engineering and Science
Bahasa
eng
Lisensi
creativecommons.org/licenses/by-sa/4.0

Abstrak

The results of several studies for portable ventilators state that it is difficult toregulate oxygen levels of fraction of inspired oxygen (FiO2) that are inaccordance with what is needed directly during the implementation of oxygentherapy. Some portable ventilators cannot set the FiO2, so the ventilators workwith a fixed FiO2. To overcome this problem, medical oxygen with a level of100% is lowered by mixing with free air with an oxygen content of about 40%.Mixing is carried out using a venturi with a large/wide hole that can beadjusted using a slated disk rotated by a direct current motor. The rotationcontrol method uses Mamdani's fuzzy logic. The results of clinically lab-scaletesting show that the fuzzy logic control system is able to control the averageerror pressure of 10.3%, better when compared to the on-off control method,which is 14.5%. The fuzzy logic method is able to increase the accuracy ofFiO2 on a portable ventilator.

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  • Sultan Agung Islamic University
  • Diponegoro University
  • University of Technology Malaysia
  • INTI International University
  • Universitas Bina Darma
  • Universitas Ahmad Dahlan
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Rekan penulisOrganisasiArtikel bersama
Muhammad Haikal SatriaUniversity of Technology Malaysia2
Imam Much Ibnu SubrotoSultan Agung Islamic University2
Muhammad HaddinAfiliasi tidak diketahui1
Agus SuprajitnoSultan Agung Islamic University1
Munaf IsmailSultan Agung Islamic University1
Sharifah Kamilah Syed YusofUniversity of Technology Malaysia1
Iwan SetiawanDiponegoro University1
Sukarno Budi UtomoDiponegoro University1
Berkah FajarDiponegoro University1
Sonny Hady WinotoAfiliasi tidak diketahui1
Deshinta Arrova DewiINTI International University1
Riky Maulana FirdausSultan Agung Islamic University1
Muhammad Bagus QomaruddinSultan Agung Islamic University1
Tri Basuki KurniawanUniversitas Bina Darma1
Sharifah KamilahUniversity of Technology Malaysia1
Muhamad HaddinSultan Agung Islamic University1
Pramono Mukti WibowoSultan Agung Islamic University1
Mochammad FactaDiponegoro University1
Tole SutiknoUniversitas Ahmad Dahlan1
Munawar Agus RiyadiDiponegoro University1
Gunawan GunawanSultan Agung Islamic University1

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Sumber metadata: OAI-PMH (metadata jurnal) http://ijai.iaescore.com/index.php/IJAI/oai, pertama di-harvest 8 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc) 
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	<dc:title xml:lang="en-US">Valve control system on a venturi to control FiO2 a portable ventilator with fuzzy logic method based on microcontroller</dc:title>
	<dc:creator>Pranoto, Hadi</dc:creator>
	<dc:creator>Marwanto, Arief</dc:creator>
	<dc:creator>Alifah, Suryani</dc:creator>
	<dc:creator>Fatah, Lukman Abdul</dc:creator>
	<dc:subject xml:lang="en-US">Fuzzy Logic</dc:subject>
	<dc:subject xml:lang="en-US">Fraction of inspired oxygen; Fuzzy logic; Portable ventilator; Slated disk rotated</dc:subject>
	<dc:description xml:lang="en-US">The results of several studies for portable ventilators state that it is difficult toregulate oxygen levels of fraction of inspired oxygen (FiO2) that are inaccordance with what is needed directly during the implementation of oxygentherapy. Some portable ventilators cannot set the FiO2, so the ventilators workwith a fixed FiO2. To overcome this problem, medical oxygen with a level of100% is lowered by mixing with free air with an oxygen content of about 40%.Mixing is carried out using a venturi with a large/wide hole that can beadjusted using a slated disk rotated by a direct current motor. The rotationcontrol method uses Mamdani's fuzzy logic. The results of clinically lab-scaletesting show that the fuzzy logic control system is able to control the averageerror pressure of 10.3%, better when compared to the on-off control method,which is 14.5%. The fuzzy logic method is able to increase the accuracy ofFiO2 on a portable ventilator.</dc:description>
	<dc:publisher xml:lang="en-US">Institute of Advanced Engineering and Science</dc:publisher>
	<dc:contributor xml:lang="en-US"></dc:contributor>
	<dc:date>2023-12-01</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
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	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ijai.iaescore.com/index.php/IJAI/article/view/22399</dc:identifier>
	<dc:identifier>10.11591/ijai.v12.i4.pp1593-1602</dc:identifier>
	<dc:source xml:lang="en-US">IAES International Journal of Artificial Intelligence (IJ-AI); Vol 12, No 4: December 2023; 1593-1602</dc:source>
	<dc:source>2252-8938</dc:source>
	<dc:source>2089-4872</dc:source>
	<dc:source>10.11591/ijai.v12.i4</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://ijai.iaescore.com/index.php/IJAI/article/view/22399/13733</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2023 Institute of Advanced Engineering and Science</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-sa/4.0</dc:rights>
</oai_dc:dc>